Add scripts used in survey and conference paper

.gitignore

@@ -0,0 +1,208 @@
+output/
+
+.vscode/
+
+
+
+# Byte-compiled / optimized / DLL files
+__pycache__/
+*.py[cod]
+*$py.class
+
+# C extensions
+*.so
+
+# Distribution / packaging
+.Python
+build/
+develop-eggs/
+dist/
+downloads/
+eggs/
+.eggs/
+lib/
+lib64/
+parts/
+sdist/
+var/
+wheels/
+share/python-wheels/
+*.egg-info/
+.installed.cfg
+*.egg
+MANIFEST
+
+# PyInstaller
+#  Usually these files are written by a python script from a template
+#  before PyInstaller builds the exe, so as to inject date/other infos into it.
+*.manifest
+*.spec
+
+# Installer logs
+pip-log.txt
+pip-delete-this-directory.txt
+
+# Unit test / coverage reports
+htmlcov/
+.tox/
+.nox/
+.coverage
+.coverage.*
+.cache
+nosetests.xml
+coverage.xml
+*.cover
+.hypothesis/
+.pytest_cache/
+
+# Translations
+*.mo
+*.pot
+
+# Django stuff:
+*.log
+local_settings.py
+db.sqlite3
+
+# Flask stuff:
+instance/
+.webassets-cache
+
+# Scrapy stuff:
+.scrapy
+
+# Sphinx documentation
+docs/_build/
+
+# PyBuilder
+target/
+
+# Jupyter Notebook
+.ipynb_checkpoints
+
+# IPython
+profile_default/
+ipython_config.py
+
+# pyenv
+.python-version
+
+# celery beat schedule file
+celerybeat-schedule
+
+# SageMath parsed files
+*.sage.py
+
+# Environments
+.env
+.venv
+env/
+venv/
+ENV/
+env.bak/
+venv.bak/
+
+# Spyder project settings
+.spyderproject
+.spyproject
+
+# Rope project settings
+.ropeproject
+
+# mkdocs documentation
+/site
+
+# mypy
+.mypy_cache/
+.dmypy.json
+dmypy.json
+
+# Pyre type checker
+.pyre/
+
+
+
+
+
+
+
+# Logs
+logs
+*.log
+npm-debug.log*
+yarn-debug.log*
+yarn-error.log*
+
+# Runtime data
+pids
+*.pid
+*.seed
+*.pid.lock
+
+# Directory for instrumented libs generated by jscoverage/JSCover
+lib-cov
+
+# Coverage directory used by tools like istanbul
+coverage
+
+# nyc test coverage
+.nyc_output
+
+# Grunt intermediate storage (https://gruntjs.com/creating-plugins#storing-task-files)
+.grunt
+
+# Bower dependency directory (https://bower.io/)
+bower_components
+
+# node-waf configuration
+.lock-wscript
+
+# Compiled binary addons (https://nodejs.org/api/addons.html)
+build/Release
+
+# Dependency directories
+node_modules/
+jspm_packages/
+
+# TypeScript v1 declaration files
+typings/
+
+# Optional npm cache directory
+.npm
+
+# Optional eslint cache
+.eslintcache
+
+# Optional REPL history
+.node_repl_history
+
+# Output of 'npm pack'
+*.tgz
+
+# Yarn Integrity file
+.yarn-integrity
+
+# dotenv environment variables file
+.env
+.env.test
+
+# parcel-bundler cache (https://parceljs.org/)
+.cache
+
+# next.js build output
+.next
+
+# nuxt.js build output
+.nuxt
+
+# vuepress build output
+.vuepress/dist
+
+# Serverless directories
+.serverless/
+
+# FuseBox cache
+.fusebox/
+
+# DynamoDB Local files
+.dynamodb/

datasets/trace1_Rutgers/__init__.py

@@ -4,4 +4,18 @@
 TRACE_PATH = path.dirname(path.abspath(__file__))
 DATA_PATH = path.join(TRACE_PATH, 'data')
 
-TRANSFORM_OUTPUT_PATH = path.join(BASE_TRANSFORM_OUTPUT_PATH, 'dataset-2-rutgers_wifi')
+TRANSFORM_OUTPUT_PATH = path.join(
+    BASE_TRANSFORM_OUTPUT_PATH,
+    'dataset-1-rutgers_wifi'
+)
+
+
+NOISE_SOURCES = (
+    # Coordinates are a mess. Rutgers declare coordinates as Node(row, column)
+    # where column are x axis and rows are y axis. They also use invert y axis.
+
+    (2, 1.5),  # between (2,1) & (2,2)
+    (2, 7.5),  # between (2,7) & (2,8)
+    (7, 1.5),  # between (7,1) & (7,2)
+    (7, 7.5),  # between (7,7) & (7,8)
+)

datasets/trace1_Rutgers/transform.py

@@ -37,9 +37,11 @@ def get_filenames() -> Iterator[str]:
 def parser(filename: str) -> pd.DataFrame:
     """Returns Pandas DataFrame produced from reading and parsing specified Rutgers link trace."""
     # datasets/trace1_Rutgers/data/dbm-5/Results_node1-4_DailyTest_Sat-Oct-15-03_54_00-2005/sdec1-2
+    # node1-4 is Tx node, while sdec1-2 is Rx node in our case
+
     noise = np.int8(filename.split('/')[-3][len('dbm'):])
-    src = filename.split('/')[-2].split('_')[1]
-    dst = 'node' + filename.split('/')[-1][len('sdec'):]
+    tx = filename.split('/')[-2].split('_')[1]
+    rx = 'node' + filename.split('/')[-1][len('sdec'):]
 
     rssi = np.full(shape=300, fill_value=0, dtype=np.uint8)
     received = np.full(shape=300, fill_value=False, dtype=np.bool)
@@ -51,12 +53,12 @@ def parser(filename: str) -> pd.DataFrame:
 
             assert len(row) == 2, 'Expected row length 2, got {}'.format(len(row))
 
-            seq, _rssi_ = int(row[0]), np.uint8(row[1])
+            seq, value = int(row[0]), np.uint8(row[1])
 
             if seq < 300:
-            # Keep information about received packet
-                if _rssi_ < 128 and _rssi_ >= 0:
-                    rssi[seq] = _rssi_
+                # Keep information about received packet
+                if value < 128 and value >= 0:
+                    rssi[seq] = value
                     received[seq] = True
 
                 else:
@@ -74,8 +76,8 @@ def parser(filename: str) -> pd.DataFrame:
 
     df['seq'] = df.index + 1
     df['noise'] = noise
-    df['src'] = src
-    df['dst'] = dst
+    df['src'] = tx
+    df['dst'] = rx
 
     # Convert to appropriate types
     df = df.astype(dtypes)